Title :
A Method of Robotic Visual Tracking for a New Automatic Laser Welding Line
Author :
Yongliang Xie ; Lei Zhang ; Chuanyu Wu ; Yin, Jianjun
Author_Institution :
ZheJiang Technol. Inst. of Econ., Hangzhou
Abstract :
An on-line visual tracking sensor system for the automation of laser welding processes in heavy industries is presented. A method of image process and features extraction for structured light image of laser welding has been developed. In order to set the range of interest, the Radon Transform is applied to determine the x and y coordinate in image coordinate system. For image de-noising, the median filtering and bi-level thresholding are used. Furthermore, the middle line of the laser stripe is extracted. Finally, a five step search method is carried out to examine the mid-point and gap width. A series of experiments show that the proposed method in this paper is effective, and its tracking detection precision is much better than traditional methods.
Keywords :
Radon transforms; feature extraction; image denoising; robot programming; robotic welding; tracking; Radon transform; features extraction; image coordinate system; image denoising; image processing; laser welding line; online visual tracking sensor system; robotic visual tracking; structured light image; Feature extraction; Filtering; Image denoising; Robot kinematics; Robot sensing systems; Robotics and automation; Search methods; Sensor systems; Service robots; Welding; features extraction; image processing; seam tracking; structure light vision;
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
DOI :
10.1109/CSSE.2008.1267